Papers
2
Total Citations
7
H-Index
2
About
Dr. Ximing Liu is at the forefront of advanced optical manufacturing, specializing in precision polishing technologies for large-aperture components critical to aerospace and deep-space exploration. His research centers on magnetorheological finishing (MRF) and multi-robot collaborative machining, where he tackles the fundamental challenge of modeling complex tool influence functions. In his highly cited 2024 work, Liu pioneered a novel approach using distributed parallel neural networks to map ribbon contours and tool influence functions in MRF, achieving unprecedented accuracy in predicting polishing outcomes. This breakthrough addresses a long-standing hurdle in high-precision optical fabrication. Building on this foundation, his 2025 study introduced an innovative turntable-based multi-industrial robot collaborative system for processing large optical components, offering a scalable solution to meet growing industrial demands. Though early in his career, Liu’s work has already garnered significant attention, with his neural network modeling paper accumulating 5 citations—a strong indicator of its impact. His research promises to revolutionize the production of next-generation optical systems, bridging the gap between computational modeling and practical manufacturing precision.
Research Focus
Key Achievements
Top Papers
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